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15 releases of 1321

Last updated 22 hours ago

Release					Date
Genie Code for AI Runtime (Public Preview) Generates distributed training code and resolves environment issues. Requires AI Runtime. #Genie Code #Machine Learning	On AWS, read it on their docs	On Azure, read it on their docs	Not on GCP	Unknown on SAP	Aug 27, 2026
Organize your work with spaces Preserves open tabs for specific folders or projects. #Notebooks #Workspace	On AWS, read it on their docs	On Azure, read it on their docs	On GCP, read it on their docs	Unknown on SAP	Aug 3, 2026
Web terminal on serverless GPU compute (AI Runtime) is in Public Preview Runs shell commands, monitors GPU usage, and manages files on serverless GPU compute. Requires environment version 5 or above. #Compute #Machine Learning	On AWS, read it on their docs	On Azure, read it on their docs	Not on GCP	Unknown on SAP	Jul 31, 2026
Protobuf tensor input for custom model serving endpoints (Public Preview) Replaces JSON with serialized KServe v2 ModelInferRequest. Requires endpoints deployed after July 9, 2026. #Machine Learning #Model Serving	On AWS, read it on their docs	On Azure, read it on their docs	On GCP, read it on their docs	Not on SAP	Jul 9, 2026
Custom Docker images for AI Runtime CLI workloads (Beta) Allows custom system library versions and complex dependencies, requires setup via Use custom Docker images. #Machine Learning	On AWS, read it on their docs	On Azure, read it on their docs	Not on GCP	Not on SAP	Jun 29, 2026
AI Runtime CLI (Beta) Submits and manages distributed training workloads on serverless GPU compute from a local machine. #Machine Learning	On AWS, read it on their docs	On Azure, read it on their docs	Not on GCP	Not on SAP	Jun 12, 2026
Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
Serve custom LLMs with Custom Model Serving (Beta) Supports multimodal models and PEFT recipes, unlike Foundation Model APIs. #Machine Learning #Model Serving	On AWS, read it on their docs	On Azure, read it on their docs	Not on GCP	Not on SAP	May 20, 2026
AI Runtime 1xH100 accelerator (Beta) Supports 1xH100 accelerator, see Hardware options for details. #Machine Learning	On AWS, read it on their docs	On Azure, read it on their docs	Not on GCP	Not on SAP	Apr 21, 2026
Upcoming breaking change: default behavior when deleting a Unity Catalog pipeline Coming soon Deletes now retain associated tables by default, set cascade=true to remove them. #API #Lakeflow	On AWS, read it on their docs	On Azure, read it on their docs	On GCP, read it on their docs	Not on SAP	Apr 9, 2026
AI Runtime is now in Public Preview Adds GPU support to serverless compute for deep learning workloads. #Machine Learning	On AWS, read it on their docs	On Azure, read it on their docs	Not on GCP	Not on SAP	Mar 19, 2026
Declarative Feature Engineering APIs (Beta) Define time-windowed aggregation features from data sources, materialize to Delta tables or Lakebase. Available in us-east-1 and us-west-2 regions. #Machine Learning	On AWS, read it on their docs	Not on Azure	Not on GCP	Not on SAP	Mar 9, 2026
Endpoint telemetry for custom model serving endpoints (Beta) Stores logs, traces, and metrics in Unity Catalog Delta tables using OpenTelemetry. #Machine Learning #Model Serving	On AWS, read it on their docs	On Azure, read it on their docs	Not on GCP	Not on SAP	Mar 6, 2026
Change to use_case field in VPC endpoint API responses Coming soon Changes from WORKSPACE_ACCESS to GENERAL_ACCESS, see API docs for details. #API	On AWS, read it on their docs	Not on Azure	On GCP, read it on their docs	Unknown on SAP	Feb 24, 2026
View and restore your recent workspace tab sessions Restores up to 10 recent sessions. #Lakeflow #Notebooks #Workspace	On AWS, read it on their docs	On Azure, read it on their docs	On GCP, read it on their docs	Unknown on SAP	Jan 30, 2026
Serverless workspaces are now generally available Come pre-configured with serverless compute and default storage. #Serverless #Workspace	On AWS, read it on their docs	On Azure, read it on their docs	On GCP, read it on their docs	Unknown on SAP	Jan 29, 2026

Genie Code for AI Runtime (Public Preview)
Generates distributed training code and resolves environment issues. Requires AI Runtime.

#Genie Code #Machine Learning

AWS, read it on their docs Azure, read it on their docsGCP(not on this cloud)SAP(unknown) Aug 27, 2026
Organize your work with spaces
Preserves open tabs for specific folders or projects.

#Notebooks #Workspace

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(unknown) Aug 3, 2026
Web terminal on serverless GPU compute (AI Runtime) is in Public Preview
Runs shell commands, monitors GPU usage, and manages files on serverless GPU compute. Requires environment version 5 or above.

#Compute #Machine Learning

AWS, read it on their docs Azure, read it on their docsGCP(not on this cloud)SAP(unknown) Jul 31, 2026
Protobuf tensor input for custom model serving endpoints (Public Preview)
Replaces JSON with serialized KServe v2 ModelInferRequest. Requires endpoints deployed after July 9, 2026.

#Machine Learning #Model Serving

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(not on this cloud) Jul 9, 2026
Custom Docker images for AI Runtime CLI workloads (Beta)
Allows custom system library versions and complex dependencies, requires setup via Use custom Docker images.

#Machine Learning

AWS, read it on their docs Azure, read it on their docsGCP(not on this cloud)SAP(not on this cloud) Jun 29, 2026
AI Runtime CLI (Beta)
Submits and manages distributed training workloads on serverless GPU compute from a local machine.

#Machine Learning

AWS, read it on their docs Azure, read it on their docsGCP(not on this cloud)SAP(not on this cloud) Jun 12, 2026
Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
Serve custom LLMs with Custom Model Serving (Beta)
Supports multimodal models and PEFT recipes, unlike Foundation Model APIs.

#Machine Learning #Model Serving

AWS, read it on their docs Azure, read it on their docsGCP(not on this cloud)SAP(not on this cloud) May 20, 2026
AI Runtime 1xH100 accelerator (Beta)
Supports 1xH100 accelerator, see Hardware options for details.

#Machine Learning

AWS, read it on their docs Azure, read it on their docsGCP(not on this cloud)SAP(not on this cloud) Apr 21, 2026
Upcoming breaking change: default behavior when deleting a Unity Catalog pipeline Coming soon
Deletes now retain associated tables by default, set cascade=true to remove them.

#API #Lakeflow

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(not on this cloud) Apr 9, 2026
AI Runtime is now in Public Preview
Adds GPU support to serverless compute for deep learning workloads.

#Machine Learning

AWS, read it on their docs Azure, read it on their docsGCP(not on this cloud)SAP(not on this cloud) Mar 19, 2026
Declarative Feature Engineering APIs (Beta)
Define time-windowed aggregation features from data sources, materialize to Delta tables or Lakebase. Available in us-east-1 and us-west-2 regions.

#Machine Learning

AWS, read it on their docsAzure(not on this cloud)GCP(not on this cloud)SAP(not on this cloud) Mar 9, 2026
Endpoint telemetry for custom model serving endpoints (Beta)
Stores logs, traces, and metrics in Unity Catalog Delta tables using OpenTelemetry.

#Machine Learning #Model Serving

AWS, read it on their docs Azure, read it on their docsGCP(not on this cloud)SAP(not on this cloud) Mar 6, 2026
Change to use_case field in VPC endpoint API responses Coming soon
Changes from WORKSPACE_ACCESS to GENERAL_ACCESS, see API docs for details.

#API

AWS, read it on their docsAzure(not on this cloud)GCP, read it on their docsSAP(unknown) Feb 24, 2026
View and restore your recent workspace tab sessions
Restores up to 10 recent sessions.

#Lakeflow #Notebooks #Workspace

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(unknown) Jan 30, 2026
Serverless workspaces are now generally available
Come pre-configured with serverless compute and default storage.

#Serverless #Workspace

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(unknown) Jan 29, 2026

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